Triple
T17347331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Claude Lefort |
E421717
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Complications: Communism and the Dilemmas of Democracy |
—
|
NE ONDG |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Complications: Communism and the Dilemmas of Democracy | Statement: [Claude Lefort, notableWork, Complications: Communism and the Dilemmas of Democracy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Complications: Communism and the Dilemmas of Democracy Context triple: [Claude Lefort, notableWork, Complications: Communism and the Dilemmas of Democracy]
-
A.
The Democratic and the Authoritarian State
The Democratic and the Authoritarian State is a political theory work by Franz Neumann that analyzes and contrasts the structures, principles, and dynamics of democratic and authoritarian political systems.
-
B.
Democracy and Its Critics
Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
-
C.
The Democratic Paradox
The Democratic Paradox is a political theory book by Chantal Mouffe that explores the tensions between liberalism and democracy and argues for an “agonistic” model of pluralist democratic politics.
-
D.
The Crisis of Democracy
The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
-
E.
Capitalism, Socialism and Democracy
Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Complications: Communism and the Dilemmas of Democracy Triple: [Claude Lefort, notableWork, Complications: Communism and the Dilemmas of Democracy]
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Complications: Communism and the Dilemmas of Democracy Target entity description: Complications: Communism and the Dilemmas of Democracy is a collection of political-philosophical essays by Claude Lefort examining the nature of modern democracy through a critical analysis of communism and totalitarianism.
-
A.
The Democratic and the Authoritarian State
The Democratic and the Authoritarian State is a political theory work by Franz Neumann that analyzes and contrasts the structures, principles, and dynamics of democratic and authoritarian political systems.
-
B.
Democracy and Its Critics
Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
-
C.
The Democratic Paradox
The Democratic Paradox is a political theory book by Chantal Mouffe that explores the tensions between liberalism and democracy and argues for an “agonistic” model of pluralist democratic politics.
-
D.
The Crisis of Democracy
The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
-
E.
Capitalism, Socialism and Democracy
Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
- F. None of above. chosen
Provenance (4 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d889d520008190a26917a95bf1c2ea |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a2a2ee48190976732e654a40053 |
completed | April 19, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0195546198819085804ec0b5b18040 |
completed | May 11, 2026, 8:37 a.m. |
| NEDg | Description generation | batch_6a01965807cc819088792a88b8a099d3 |
in_progress | May 11, 2026, 8:42 a.m. |
Created at: April 10, 2026, 5:44 a.m.